On the Role of Sparsity and DAG Constraints for Learning Linear DAGs

Ignavier Ng, AmirEmad Ghassami, Kun Zhang

Learning graphical structures based on Directed Acyclic Graphs (DAGs) is a challenging problem, partly owing to the large search space of possible graphs. A recent line of work for…